2 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.LG2025
FIC-TSC: Learning Time Series Classification with Fisher Information Constraint
Xiwen Chen, Wenhui Zhu, Peijie Qiu +6
Analyzing time series data is crucial to a wide spectrum of applications, including economics, online marketplaces, and human healthcare. In particular, time series classification…
cs.LG2025★ 2 cited
An Empirical Study of the Impact of Federated Learning on Machine Learning Model Accuracy
Haotian Yang, Zhuoran Wang, Benson Chou +4
Federated Learning (FL) enables distributed ML model training on private user data at the global scale. Despite the potential of FL demonstrated in many domains, an in-depth view o…
cs.CL2024★ 2 cited
An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism
Qing Zhang, Haocheng Lv, Jie Liu +5
With the rise of large-scale language models (LLMs), it is currently popular and effective to convert multimodal information into text descriptions for multimodal multi-hop questio…